This repository contains pre-trained models and testing code for PSD presented at ICLR 2019.
Our current release has been tested on Ubuntu 18.04 LTS.
git clone [email protected]:zhenjia-xu/psd.git
cd psdpipenv install --devpipenv run python data_generator.py./download_model.shpipenv run python demo.py --gpu ID- --gpu ID: use which gpu (starting from 0). Set to -1 to use CPU only.
The results will be presented in ./demo/index.html.
@inproceedings{psd,
title={Unsupervised Discovery of Parts, Structure, and Dynamics},
author={Xu, Zhenjia and Liu, Zhijian and Sun, Chen and Murphy, Kevin and
Freeman, William T and Tenenbaum, Joshua B and Wu, Jiajun},
booktitle={International Conference on Learning Representations (ICLR)},
year={2019},
}
For any questions, please contact Zhenjia Xu ([email protected]).
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